[CV 3/3; 9/100] END max_depth=5, min_samples_leaf=5, min_samples_split=15, n_estimators=300;, score=0.431 total time= 2.8s
[CV 3/3; 11/100] START max_depth=15, min_samples_leaf=2, min_samples_split=5, n_estimators=1200
[CV 3/3; 10/100] END max_depth=8, min_samples_leaf=5, min_samples_split=15, n_estimators=100;, score=0.474 total time= 1.5s
[CV 1/3; 12/100] START max_depth=15, min_samples_leaf=2, min_samples_split=2, n_estimators=1200
[CV 2/3; 12/100] START max_depth=15, min_samples_leaf=2, min_samples_split=2, n_estimators=1200
[CV 1/3; 8/100] END max_depth=30, min_samples_leaf=2, min_samples_split=100, n_estimators=800;, score=0.463 total time= 13.0s
[CV 3/3; 12/100] START max_depth=15, min_samples_leaf=2, min_samples_split=2, n_estimators=1200
[CV 2/3; 8/100] END max_depth=30, min_samples_leaf=2, min_samples_split=100, n_estimators=800;, score=0.476 total time= 13.2s
[CV 1/3; 13/100] START max_depth=5, min_samples_leaf=1, min_samples_split=2, n_estimators=100
[CV 3/3; 8/100] END max_depth=30, min_samples_leaf=2, min_samples_split=100, n_estimators=800;, score=0.478 total time= 13.3s
[CV 2/3; 13/100] START max_depth=5, min_samples_leaf=1, min_samples_split=2, n_estimators=100
[CV 1/3; 13/100] END max_depth=5, min_samples_leaf=1, min_samples_split=2, n_estimators=100;, score=0.422 total time= 1.1s
[CV 3/3; 13/100] START max_depth=5, min_samples_leaf=1, min_samples_split=2, n_estimators=100
[CV 2/3; 13/100] END max_depth=5, min_samples_leaf=1, min_samples_split=2, n_estimators=100;, score=0.422 total time= 1.1s
[CV 1/3; 14/100] START max_depth=30, min_samples_leaf=2, min_samples_split=5, n_estimators=300
[CV 3/3; 13/100] END max_depth=5, min_samples_leaf=1, min_samples_split=2, n_estimators=100;, score=0.430 total time= 1.0s
[CV 2/3; 14/100] START max_depth=30, min_samples_leaf=2, min_samples_split=5, n_estimators=300
[CV 1/3; 14/100] END max_depth=30, min_samples_leaf=2, min_samples_split=5, n_estimators=300;, score=0.453 total time= 8.5s
[CV 3/3; 14/100] START max_depth=30, min_samples_leaf=2, min_samples_split=5, n_estimators=300
[CV 2/3; 14/100] END max_depth=30, min_samples_leaf=2, min_samples_split=5, n_estimators=300;, score=0.469 total time= 8.8s
[CV 1/3; 15/100] START max_depth=10, min_samples_leaf=2, min_samples_split=5, n_estimators=500
[CV 3/3; 14/100] END max_depth=30, min_samples_leaf=2, min_samples_split=5, n_estimators=300;, score=0.466 total time= 7.5s
[CV 2/3; 15/100] START max_depth=10, min_samples_leaf=2, min_samples_split=5, n_estimators=500
[CV 1/3; 11/100] END max_depth=15, min_samples_leaf=2, min_samples_split=5, n_estimators=1200;, score=0.464 total time= 28.7s
[CV 3/3; 15/100] START max_depth=10, min_samples_leaf=2, min_samples_split=5, n_estimators=500
[CV 1/3; 15/100] END max_depth=10, min_samples_leaf=2, min_samples_split=5, n_estimators=500;, score=0.469 total time= 9.2s
[CV 1/3; 16/100] START max_depth=10, min_samples_leaf=1, min_samples_split=2, n_estimators=100
[CV 2/3; 11/100] END max_depth=15, min_samples_leaf=2, min_samples_split=5, n_estimators=1200;, score=0.475 total time= 28.9s
[CV 2/3; 16/100] START max_depth=10, min_samples_leaf=1, min_samples_split=2, n_estimators=100
[CV 3/3; 11/100] END max_depth=15, min_samples_leaf=2, min_samples_split=5, n_estimators=1200;, score=0.475 total time= 28.8s
[CV 3/3; 16/100] START max_depth=10, min_samples_leaf=1, min_samples_split=2, n_estimators=100
[CV 1/3; 12/100] END max_depth=15, min_samples_leaf=2, min_samples_split=2, n_estimators=1200;, score=0.462 total time= 29.3s
[CV 1/3; 17/100] START max_depth=8, min_samples_leaf=2, min_samples_split=100, n_estimators=500
[CV 1/3; 16/100] END max_depth=10, min_samples_leaf=1, min_samples_split=2, n_estimators=100;, score=0.466 total time= 1.9s
[CV 2/3; 17/100] START max_depth=8, min_samples_leaf=2, min_samples_split=100, n_estimators=500
[CV 2/3; 16/100] END max_depth=10, min_samples_leaf=1, min_samples_split=2, n_estimators=100;, score=0.479 total time= 1.8s
[CV 3/3; 17/100] START max_depth=8, min_samples_leaf=2, min_samples_split=100, n_estimators=500
[CV 3/3; 16/100] END max_depth=10, min_samples_leaf=1, min_samples_split=2, n_estimators=100;, score=0.481 total time= 1.8s
[CV 1/3; 18/100] START max_depth=25, min_samples_leaf=5, min_samples_split=100, n_estimators=800
[CV 2/3; 12/100] END max_depth=15, min_samples_leaf=2, min_samples_split=2, n_estimators=1200;, score=0.478 total time= 29.5s
[CV 2/3; 18/100] START max_depth=25, min_samples_leaf=5, min_samples_split=100, n_estimators=800
[CV 2/3; 15/100] END max_depth=10, min_samples_leaf=2, min_samples_split=5, n_estimators=500;, score=0.478 total time= 8.8s
[CV 3/3; 18/100] START max_depth=25, min_samples_leaf=5, min_samples_split=100, n_estimators=800
[CV 1/3; 17/100] END max_depth=8, min_samples_leaf=2, min_samples_split=100, n_estimators=500;, score=0.453 total time= 6.8s
[CV 1/3; 19/100] START max_depth=25, min_samples_leaf=5, min_samples_split=2, n_estimators=300
[CV 3/3; 15/100] END max_depth=10, min_samples_leaf=2, min_samples_split=5, n_estimators=500;, score=0.475 total time= 8.7s
[CV 2/3; 19/100] START max_depth=25, min_samples_leaf=5, min_samples_split=2, n_estimators=300
[CV 2/3; 17/100] END max_depth=8, min_samples_leaf=2, min_samples_split=100, n_estimators=500;, score=0.462 total time= 7.1s
[CV 3/3; 19/100] START max_depth=25, min_samples_leaf=5, min_samples_split=2, n_estimators=300
[CV 3/3; 17/100] END max_depth=8, min_samples_leaf=2, min_samples_split=100, n_estimators=500;, score=0.467 total time= 6.8s
[CV 1/3; 20/100] START max_depth=25, min_samples_leaf=10, min_samples_split=100, n_estimators=300
[CV 3/3; 12/100] END max_depth=15, min_samples_leaf=2, min_samples_split=2, n_estimators=1200;, score=0.476 total time= 29.9s
[CV 2/3; 20/100] START max_depth=25, min_samples_leaf=10, min_samples_split=100, n_estimators=300
[CV 1/3; 20/100] END max_depth=25, min_samples_leaf=10, min_samples_split=100, n_estimators=300;, score=0.462 total time= 4.7s
[CV 3/3; 20/100] START max_depth=25, min_samples_leaf=10, min_samples_split=100, n_estimators=300
[CV 2/3; 20/100] END max_depth=25, min_samples_leaf=10, min_samples_split=100, n_estimators=300;, score=0.472 total time= 4.7s
[CV 1/3; 21/100] START max_depth=5, min_samples_leaf=1, min_samples_split=10, n_estimators=800
[CV 1/3; 19/100] END max_depth=25, min_samples_leaf=5, min_samples_split=2, n_estimators=300;, score=0.463 total time= 6.3s
[CV 2/3; 21/100] START max_depth=5, min_samples_leaf=1, min_samples_split=10, n_estimators=800
[CV 2/3; 19/100] END max_depth=25, min_samples_leaf=5, min_samples_split=2, n_estimators=300;, score=0.479 total time= 6.5s
[CV 3/3; 21/100] START max_depth=5, min_samples_leaf=1, min_samples_split=10, n_estimators=800
[CV 3/3; 19/100] END max_depth=25, min_samples_leaf=5, min_samples_split=2, n_estimators=300;, score=0.484 total time= 6.3s
[CV 1/3; 22/100] START max_depth=30, min_samples_leaf=1, min_samples_split=10, n_estimators=100
[CV 1/3; 18/100] END max_depth=25, min_samples_leaf=5, min_samples_split=100, n_estimators=800;, score=0.464 total time= 12.9s
[CV 2/3; 22/100] START max_depth=30, min_samples_leaf=1, min_samples_split=10, n_estimators=100
[CV 2/3; 18/100] END max_depth=25, min_samples_leaf=5, min_samples_split=100, n_estimators=800;, score=0.475 total time= 13.0s
[CV 3/3; 22/100] START max_depth=30, min_samples_leaf=1, min_samples_split=10, n_estimators=100
[CV 1/3; 22/100] END max_depth=30, min_samples_leaf=1, min_samples_split=10, n_estimators=100;, score=0.462 total time= 2.5s
[CV 1/3; 23/100] START max_depth=10, min_samples_leaf=5, min_samples_split=15, n_estimators=800
[CV 2/3; 22/100] END max_depth=30, min_samples_leaf=1, min_samples_split=10, n_estimators=100;, score=0.469 total time= 2.5s
[CV 2/3; 23/100] START max_depth=10, min_samples_leaf=5, min_samples_split=15, n_estimators=800
[CV 3/3; 20/100] END max_depth=25, min_samples_leaf=10, min_samples_split=100, n_estimators=300;, score=0.477 total time= 4.8s
[CV 3/3; 23/100] START max_depth=10, min_samples_leaf=5, min_samples_split=15, n_estimators=800
[CV 3/3; 18/100] END max_depth=25, min_samples_leaf=5, min_samples_split=100, n_estimators=800;, score=0.479 total time= 12.7s
[CV 1/3; 24/100] START max_depth=15, min_samples_leaf=5, min_samples_split=5, n_estimators=800
[CV 3/3; 22/100] END max_depth=30, min_samples_leaf=1, min_samples_split=10, n_estimators=100;, score=0.470 total time= 2.5s
[CV 2/3; 24/100] START max_depth=15, min_samples_leaf=5, min_samples_split=5, n_estimators=800
[CV 1/3; 21/100] END max_depth=5, min_samples_leaf=1, min_samples_split=10, n_estimators=800;, score=0.424 total time= 8.0s
[CV 3/3; 24/100] START max_depth=15, min_samples_leaf=5, min_samples_split=5, n_estimators=800
[CV 2/3; 21/100] END max_depth=5, min_samples_leaf=1, min_samples_split=10, n_estimators=800;, score=0.425 total time= 7.8s
[CV 1/3; 25/100] START max_depth=10, min_samples_leaf=10, min_samples_split=10, n_estimators=1200
[CV 3/3; 21/100] END max_depth=5, min_samples_leaf=1, min_samples_split=10, n_estimators=800;, score=0.434 total time= 7.9s
[CV 2/3; 25/100] START max_depth=10, min_samples_leaf=10, min_samples_split=10, n_estimators=1200
[CV 2/3; 23/100] END max_depth=10, min_samples_leaf=5, min_samples_split=15, n_estimators=800;, score=0.479 total time= 12.7s
[CV 3/3; 25/100] START max_depth=10, min_samples_leaf=10, min_samples_split=10, n_estimators=1200
[CV 1/3; 23/100] END max_depth=10, min_samples_leaf=5, min_samples_split=15, n_estimators=800;, score=0.465 total time= 13.0s
[CV 1/3; 26/100] START max_depth=25, min_samples_leaf=10, min_samples_split=5, n_estimators=800
[CV 3/3; 23/100] END max_depth=10, min_samples_leaf=5, min_samples_split=15, n_estimators=800;, score=0.479 total time= 12.8s
[CV 2/3; 26/100] START max_depth=25, min_samples_leaf=10, min_samples_split=5, n_estimators=800
[CV 1/3; 24/100] END max_depth=15, min_samples_leaf=5, min_samples_split=5, n_estimators=800;, score=0.474 total time= 15.6s
[CV 3/3; 26/100] START max_depth=25, min_samples_leaf=10, min_samples_split=5, n_estimators=800
[CV 2/3; 24/100] END max_depth=15, min_samples_leaf=5, min_samples_split=5, n_estimators=800;, score=0.483 total time= 15.8s
[CV 1/3; 27/100] START max_depth=25, min_samples_leaf=2, min_samples_split=2, n_estimators=1200
[CV 3/3; 24/100] END max_depth=15, min_samples_leaf=5, min_samples_split=5, n_estimators=800;, score=0.489 total time= 15.8s
[CV 2/3; 27/100] START max_depth=25, min_samples_leaf=2, min_samples_split=2, n_estimators=1200
[CV 1/3; 25/100] END max_depth=10, min_samples_leaf=10, min_samples_split=10, n_estimators=1200;, score=0.466 total time= 18.7s
[CV 3/3; 27/100] START max_depth=25, min_samples_leaf=2, min_samples_split=2, n_estimators=1200
[CV 2/3; 25/100] END max_depth=10, min_samples_leaf=10, min_samples_split=10, n_estimators=1200;, score=0.477 total time= 19.2s
[CV 1/3; 28/100] START max_depth=5, min_samples_leaf=2, min_samples_split=100, n_estimators=500
[CV 1/3; 26/100] END max_depth=25, min_samples_leaf=10, min_samples_split=5, n_estimators=800;, score=0.472 total time= 14.5s
[CV 2/3; 28/100] START max_depth=5, min_samples_leaf=2, min_samples_split=100, n_estimators=500
[CV 2/3; 26/100] END max_depth=25, min_samples_leaf=10, min_samples_split=5, n_estimators=800;, score=0.483 total time= 14.5s
[CV 3/3; 28/100] START max_depth=5, min_samples_leaf=2, min_samples_split=100, n_estimators=500
[CV 1/3; 28/100] END max_depth=5, min_samples_leaf=2, min_samples_split=100, n_estimators=500;, score=0.424 total time= 4.5s
[CV 1/3; 29/100] START max_depth=10, min_samples_leaf=1, min_samples_split=100, n_estimators=800
[CV 3/3; 25/100] END max_depth=10, min_samples_leaf=10, min_samples_split=10, n_estimators=1200;, score=0.479 total time= 18.3s
[CV 2/3; 29/100] START max_depth=10, min_samples_leaf=1, min_samples_split=100, n_estimators=800
[CV 3/3; 26/100] END max_depth=25, min_samples_leaf=10, min_samples_split=5, n_estimators=800;, score=0.489 total time= 14.2s
[CV 3/3; 29/100] START max_depth=10, min_samples_leaf=1, min_samples_split=100, n_estimators=800
[CV 2/3; 28/100] END max_depth=5, min_samples_leaf=2, min_samples_split=100, n_estimators=500;, score=0.424 total time= 4.4s
[CV 1/3; 30/100] START max_depth=8, min_samples_leaf=10, min_samples_split=10, n_estimators=100
[CV 3/3; 28/100] END max_depth=5, min_samples_leaf=2, min_samples_split=100, n_estimators=500;, score=0.431 total time= 4.5s
[CV 2/3; 30/100] START max_depth=8, min_samples_leaf=10, min_samples_split=10, n_estimators=100
[CV 1/3; 30/100] END max_depth=8, min_samples_leaf=10, min_samples_split=10, n_estimators=100;, score=0.456 total time= 1.3s
[CV 3/3; 30/100] START max_depth=8, min_samples_leaf=10, min_samples_split=10, n_estimators=100
[CV 2/3; 30/100] END max_depth=8, min_samples_leaf=10, min_samples_split=10, n_estimators=100;, score=0.467 total time= 1.3s
[CV 1/3; 31/100] START max_depth=25, min_samples_leaf=2, min_samples_split=5, n_estimators=100
[CV 3/3; 30/100] END max_depth=8, min_samples_leaf=10, min_samples_split=10, n_estimators=100;, score=0.469 total time= 1.3s
[CV 2/3; 31/100] START max_depth=25, min_samples_leaf=2, min_samples_split=5, n_estimators=100
[CV 1/3; 31/100] END max_depth=25, min_samples_leaf=2, min_samples_split=5, n_estimators=100;, score=0.453 total time= 2.5s
[CV 3/3; 31/100] START max_depth=25, min_samples_leaf=2, min_samples_split=5, n_estimators=100
[CV 2/3; 31/100] END max_depth=25, min_samples_leaf=2, min_samples_split=5, n_estimators=100;, score=0.467 total time= 2.4s
[CV 1/3; 32/100] START max_depth=15, min_samples_leaf=1, min_samples_split=5, n_estimators=800
[CV 3/3; 31/100] END max_depth=25, min_samples_leaf=2, min_samples_split=5, n_estimators=100;, score=0.464 total time= 2.3s
[CV 2/3; 32/100] START max_depth=15, min_samples_leaf=1, min_samples_split=5, n_estimators=800
[CV 1/3; 29/100] END max_depth=10, min_samples_leaf=1, min_samples_split=100, n_estimators=800;, score=0.461 total time= 11.3s
[CV 3/3; 32/100] START max_depth=15, min_samples_leaf=1, min_samples_split=5, n_estimators=800
[CV 2/3; 29/100] END max_depth=10, min_samples_leaf=1, min_samples_split=100, n_estimators=800;, score=0.474 total time= 11.3s
[CV 1/3; 33/100] START max_depth=8, min_samples_leaf=1, min_samples_split=100, n_estimators=100
[CV 3/3; 29/100] END max_depth=10, min_samples_leaf=1, min_samples_split=100, n_estimators=800;, score=0.475 total time= 11.3s
[CV 2/3; 33/100] START max_depth=8, min_samples_leaf=1, min_samples_split=100, n_estimators=100
[CV 1/3; 33/100] END max_depth=8, min_samples_leaf=1, min_samples_split=100, n_estimators=100;, score=0.454 total time= 1.2s
[CV 3/3; 33/100] START max_depth=8, min_samples_leaf=1, min_samples_split=100, n_estimators=100
[CV 2/3; 33/100] END max_depth=8, min_samples_leaf=1, min_samples_split=100, n_estimators=100;, score=0.463 total time= 1.2s
[CV 1/3; 34/100] START max_depth=10, min_samples_leaf=5, min_samples_split=2, n_estimators=100
[CV 3/3; 33/100] END max_depth=8, min_samples_leaf=1, min_samples_split=100, n_estimators=100;, score=0.463 total time= 1.3s
[CV 2/3; 34/100] START max_depth=10, min_samples_leaf=5, min_samples_split=2, n_estimators=100
[CV 1/3; 34/100] END max_depth=10, min_samples_leaf=5, min_samples_split=2, n_estimators=100;, score=0.466 total time= 1.9s
[CV 3/3; 34/100] START max_depth=10, min_samples_leaf=5, min_samples_split=2, n_estimators=100
[CV 1/3; 27/100] END max_depth=25, min_samples_leaf=2, min_samples_split=2, n_estimators=1200;, score=0.450 total time= 28.4s
[CV 2/3; 34/100] END max_depth=10, min_samples_leaf=5, min_samples_split=2, n_estimators=100;, score=0.479 total time= 1.6s
[CV 1/3; 35/100] START max_depth=8, min_samples_leaf=1, min_samples_split=10, n_estimators=300
[CV 3/3; 34/100] END max_depth=10, min_samples_leaf=5, min_samples_split=2, n_estimators=100;, score=0.477 total time= 1.6s
[CV 3/3; 35/100] START max_depth=8, min_samples_leaf=1, min_samples_split=10, n_estimators=300
[CV 2/3; 35/100] START max_depth=8, min_samples_leaf=1, min_samples_split=10, n_estimators=300
[CV 2/3; 27/100] END max_depth=25, min_samples_leaf=2, min_samples_split=2, n_estimators=1200;, score=0.465 total time= 28.6s
[CV 1/3; 36/100] START max_depth=10, min_samples_leaf=10, min_samples_split=15, n_estimators=800
[CV 1/3; 35/100] END max_depth=8, min_samples_leaf=1, min_samples_split=10, n_estimators=300;, score=0.459 total time= 4.2s
[CV 2/3; 36/100] START max_depth=10, min_samples_leaf=10, min_samples_split=15, n_estimators=800
[CV 3/3; 27/100] END max_depth=25, min_samples_leaf=2, min_samples_split=2, n_estimators=1200;, score=0.471 total time= 27.7s
[CV 3/3; 35/100] END max_depth=8, min_samples_leaf=1, min_samples_split=10, n_estimators=300;, score=0.472 total time= 4.1s
[CV 3/3; 36/100] START max_depth=10, min_samples_leaf=10, min_samples_split=15, n_estimators=800
[CV 2/3; 35/100] END max_depth=8, min_samples_leaf=1, min_samples_split=10, n_estimators=300;, score=0.471 total time= 4.4s
[CV 2/3; 37/100] START max_depth=5, min_samples_leaf=5, min_samples_split=15, n_estimators=100
[CV 1/3; 37/100] START max_depth=5, min_samples_leaf=5, min_samples_split=15, n_estimators=100
[CV 1/3; 37/100] END max_depth=5, min_samples_leaf=5, min_samples_split=15, n_estimators=100;, score=0.422 total time= 1.0s
[CV 2/3; 37/100] END max_depth=5, min_samples_leaf=5, min_samples_split=15, n_estimators=100;, score=0.421 total time= 1.1s
[CV 3/3; 37/100] START max_depth=5, min_samples_leaf=5, min_samples_split=15, n_estimators=100
[CV 1/3; 38/100] START max_depth=25, min_samples_leaf=10, min_samples_split=2, n_estimators=500
[CV 3/3; 37/100] END max_depth=5, min_samples_leaf=5, min_samples_split=15, n_estimators=100;, score=0.429 total time= 0.9s
[CV 1/3; 32/100] END max_depth=15, min_samples_leaf=1, min_samples_split=5, n_estimators=800;, score=0.463 total time= 17.7s
[CV 2/3; 38/100] START max_depth=25, min_samples_leaf=10, min_samples_split=2, n_estimators=500
[CV 3/3; 38/100] START max_depth=25, min_samples_leaf=10, min_samples_split=2, n_estimators=500
[CV 2/3; 32/100] END max_depth=15, min_samples_leaf=1, min_samples_split=5, n_estimators=800;, score=0.475 total time= 17.6s
[CV 1/3; 39/100] START max_depth=30, min_samples_leaf=5, min_samples_split=100, n_estimators=800
[CV 3/3; 32/100] END max_depth=15, min_samples_leaf=1, min_samples_split=5, n_estimators=800;, score=0.475 total time= 17.5s
[CV 2/3; 39/100] START max_depth=30, min_samples_leaf=5, min_samples_split=100, n_estimators=800
[CV 1/3; 36/100] END max_depth=10, min_samples_leaf=10, min_samples_split=15, n_estimators=800;, score=0.466 total time= 13.1s
[CV 3/3; 39/100] START max_depth=30, min_samples_leaf=5, min_samples_split=100, n_estimators=800
[CV 1/3; 38/100] END max_depth=25, min_samples_leaf=10, min_samples_split=2, n_estimators=500;, score=0.472 total time= 9.7s
[CV 1/3; 40/100] START max_depth=25, min_samples_leaf=2, min_samples_split=100, n_estimators=1200
[CV 2/3; 36/100] END max_depth=10, min_samples_leaf=10, min_samples_split=15, n_estimators=800;, score=0.479 total time= 13.0s
[CV 2/3; 40/100] START max_depth=25, min_samples_leaf=2, min_samples_split=100, n_estimators=1200
[CV 3/3; 38/100] END max_depth=25, min_samples_leaf=10, min_samples_split=2, n_estimators=500;, score=0.487 total time= 9.7s
[CV 3/3; 40/100] START max_depth=25, min_samples_leaf=2, min_samples_split=100, n_estimators=1200
[CV 2/3; 38/100] END max_depth=25, min_samples_leaf=10, min_samples_split=2, n_estimators=500;, score=0.482 total time= 9.8s
[CV 1/3; 41/100] START max_depth=15, min_samples_leaf=2, min_samples_split=10, n_estimators=100
[CV 3/3; 36/100] END max_depth=10, min_samples_leaf=10, min_samples_split=15, n_estimators=800;, score=0.480 total time= 13.7s
[CV 2/3; 41/100] START max_depth=15, min_samples_leaf=2, min_samples_split=10, n_estimators=100
[CV 1/3; 41/100] END max_depth=15, min_samples_leaf=2, min_samples_split=10, n_estimators=100;, score=0.475 total time= 2.0s
[CV 3/3; 41/100] START max_depth=15, min_samples_leaf=2, min_samples_split=10, n_estimators=100
[CV 2/3; 41/100] END max_depth=15, min_samples_leaf=2, min_samples_split=10, n_estimators=100;, score=0.479 total time= 2.5s
[CV 1/3; 42/100] START max_depth=10, min_samples_leaf=1, min_samples_split=5, n_estimators=500
[CV 3/3; 41/100] END max_depth=15, min_samples_leaf=2, min_samples_split=10, n_estimators=100;, score=0.480 total time= 2.8s
[CV 2/3; 42/100] START max_depth=10, min_samples_leaf=1, min_samples_split=5, n_estimators=500
[CV 1/3; 39/100] END max_depth=30, min_samples_leaf=5, min_samples_split=100, n_estimators=800;, score=0.464 total time= 13.5s
[CV 3/3; 42/100] START max_depth=10, min_samples_leaf=1, min_samples_split=5, n_estimators=500
[CV 2/3; 39/100] END max_depth=30, min_samples_leaf=5, min_samples_split=100, n_estimators=800;, score=0.475 total time= 13.4s
[CV 1/3; 43/100] START max_depth=25, min_samples_leaf=1, min_samples_split=15, n_estimators=1200
[CV 3/3; 39/100] END max_depth=30, min_samples_leaf=5, min_samples_split=100, n_estimators=800;, score=0.479 total time= 13.4s
[CV 2/3; 43/100] START max_depth=25, min_samples_leaf=1, min_samples_split=15, n_estimators=1200
[CV 1/3; 42/100] END max_depth=10, min_samples_leaf=1, min_samples_split=5, n_estimators=500;, score=0.468 total time= 8.9s
[CV 3/3; 43/100] START max_depth=25, min_samples_leaf=1, min_samples_split=15, n_estimators=1200
[CV 2/3; 42/100] END max_depth=10, min_samples_leaf=1, min_samples_split=5, n_estimators=500;, score=0.477 total time= 9.0s
[CV 1/3; 44/100] START max_depth=8, min_samples_leaf=2, min_samples_split=5, n_estimators=500
[CV 3/3; 42/100] END max_depth=10, min_samples_leaf=1, min_samples_split=5, n_estimators=500;, score=0.479 total time= 8.8s
[CV 2/3; 44/100] START max_depth=8, min_samples_leaf=2, min_samples_split=5, n_estimators=500
[CV 2/3; 40/100] END max_depth=25, min_samples_leaf=2, min_samples_split=100, n_estimators=1200;, score=0.476 total time= 19.9s
[CV 3/3; 44/100] START max_depth=8, min_samples_leaf=2, min_samples_split=5, n_estimators=500
[CV 1/3; 40/100] END max_depth=25, min_samples_leaf=2, min_samples_split=100, n_estimators=1200;, score=0.464 total time= 20.4s
[CV 1/3; 45/100] START max_depth=5, min_samples_leaf=2, min_samples_split=100, n_estimators=1200
[CV 3/3; 40/100] END max_depth=25, min_samples_leaf=2, min_samples_split=100, n_estimators=1200;, score=0.480 total time= 20.7s
[CV 2/3; 45/100] START max_depth=5, min_samples_leaf=2, min_samples_split=100, n_estimators=1200
[CV 1/3; 44/100] END max_depth=8, min_samples_leaf=2, min_samples_split=5, n_estimators=500;, score=0.461 total time= 7.8s
[CV 3/3; 45/100] START max_depth=5, min_samples_leaf=2, min_samples_split=100, n_estimators=1200
[CV 2/3; 44/100] END max_depth=8, min_samples_leaf=2, min_samples_split=5, n_estimators=500;, score=0.469 total time= 8.1s
[CV 1/3; 46/100] START max_depth=15, min_samples_leaf=1, min_samples_split=15, n_estimators=100
[CV 1/3; 46/100] END max_depth=15, min_samples_leaf=1, min_samples_split=15, n_estimators=100;, score=0.467 total time= 2.3s
[CV 2/3; 46/100] START max_depth=15, min_samples_leaf=1, min_samples_split=15, n_estimators=100
[CV 2/3; 46/100] END max_depth=15, min_samples_leaf=1, min_samples_split=15, n_estimators=100;, score=0.477 total time= 2.0s
[CV 3/3; 46/100] START max_depth=15, min_samples_leaf=1, min_samples_split=15, n_estimators=100
[CV 3/3; 44/100] END max_depth=8, min_samples_leaf=2, min_samples_split=5, n_estimators=500;, score=0.472 total time= 8.2s
[CV 1/3; 47/100] START max_depth=10, min_samples_leaf=5, min_samples_split=5, n_estimators=500
[CV 3/3; 46/100] END max_depth=15, min_samples_leaf=1, min_samples_split=15, n_estimators=100;, score=0.485 total time= 2.0s
[CV 2/3; 47/100] START max_depth=10, min_samples_leaf=5, min_samples_split=5, n_estimators=500
[CV 1/3; 45/100] END max_depth=5, min_samples_leaf=2, min_samples_split=100, n_estimators=1200;, score=0.424 total time= 12.9s
[CV 3/3; 47/100] START max_depth=10, min_samples_leaf=5, min_samples_split=5, n_estimators=500
[CV 2/3; 45/100] END max_depth=5, min_samples_leaf=2, min_samples_split=100, n_estimators=1200;, score=0.423 total time= 12.5s
[CV 1/3; 48/100] START max_depth=25, min_samples_leaf=5, min_samples_split=5, n_estimators=800
[CV 3/3; 45/100] END max_depth=5, min_samples_leaf=2, min_samples_split=100, n_estimators=1200;, score=0.433 total time= 12.5s
[CV 2/3; 48/100] START max_depth=25, min_samples_leaf=5, min_samples_split=5, n_estimators=800
[CV 1/3; 43/100] END max_depth=25, min_samples_leaf=1, min_samples_split=15, n_estimators=1200;, score=0.467 total time= 28.5s
[CV 3/3; 48/100] START max_depth=25, min_samples_leaf=5, min_samples_split=5, n_estimators=800
[CV 1/3; 47/100] END max_depth=10, min_samples_leaf=5, min_samples_split=5, n_estimators=500;, score=0.466 total time= 8.5s
[CV 1/3; 49/100] START max_depth=5, min_samples_leaf=5, min_samples_split=5, n_estimators=1200
[CV 2/3; 47/100] END max_depth=10, min_samples_leaf=5, min_samples_split=5, n_estimators=500;, score=0.479 total time= 8.2s
[CV 2/3; 49/100] START max_depth=5, min_samples_leaf=5, min_samples_split=5, n_estimators=1200
[CV 3/3; 43/100] END max_depth=25, min_samples_leaf=1, min_samples_split=15, n_estimators=1200;, score=0.485 total time= 27.8s
[CV 3/3; 49/100] START max_depth=5, min_samples_leaf=5, min_samples_split=5, n_estimators=1200
[CV 2/3; 43/100] END max_depth=25, min_samples_leaf=1, min_samples_split=15, n_estimators=1200;, score=0.478 total time= 27.9s
[CV 1/3; 50/100] START max_depth=25, min_samples_leaf=1, min_samples_split=100, n_estimators=800
[CV 3/3; 47/100] END max_depth=10, min_samples_leaf=5, min_samples_split=5, n_estimators=500;, score=0.480 total time= 8.2s
[CV 2/3; 50/100] START max_depth=25, min_samples_leaf=1, min_samples_split=100, n_estimators=800
[CV 1/3; 49/100] END max_depth=5, min_samples_leaf=5, min_samples_split=5, n_estimators=1200;, score=0.425 total time= 11.4s
[CV 3/3; 50/100] START max_depth=25, min_samples_leaf=1, min_samples_split=100, n_estimators=800
[CV 2/3; 49/100] END max_depth=5, min_samples_leaf=5, min_samples_split=5, n_estimators=1200;, score=0.426 total time= 11.4s
[CV 1/3; 51/100] START max_depth=25, min_samples_leaf=2, min_samples_split=5, n_estimators=800
[CV 1/3; 48/100] END max_depth=25, min_samples_leaf=5, min_samples_split=5, n_estimators=800;, score=0.465 total time= 17.0s
[CV 2/3; 51/100] START max_depth=25, min_samples_leaf=2, min_samples_split=5, n_estimators=800
[CV 2/3; 48/100] END max_depth=25, min_samples_leaf=5, min_samples_split=5, n_estimators=800;, score=0.481 total time= 16.7s
[CV 3/3; 51/100] START max_depth=25, min_samples_leaf=2, min_samples_split=5, n_estimators=800
[CV 3/3; 49/100] END max_depth=5, min_samples_leaf=5, min_samples_split=5, n_estimators=1200;, score=0.434 total time= 11.5s
[CV 1/3; 52/100] START max_depth=8, min_samples_leaf=5, min_samples_split=10, n_estimators=500
[CV 3/3; 48/100] END max_depth=25, min_samples_leaf=5, min_samples_split=5, n_estimators=800;, score=0.484 total time= 17.0s
[CV 2/3; 52/100] START max_depth=8, min_samples_leaf=5, min_samples_split=10, n_estimators=500
[CV 1/3; 50/100] END max_depth=25, min_samples_leaf=1, min_samples_split=100, n_estimators=800;, score=0.465 total time= 13.2s
[CV 3/3; 52/100] START max_depth=8, min_samples_leaf=5, min_samples_split=10, n_estimators=500
[CV 2/3; 50/100] END max_depth=25, min_samples_leaf=1, min_samples_split=100, n_estimators=800;, score=0.476 total time= 12.9s
[CV 1/3; 53/100] START max_depth=5, min_samples_leaf=2, min_samples_split=15, n_estimators=300
[CV 1/3; 53/100] END max_depth=5, min_samples_leaf=2, min_samples_split=15, n_estimators=300;, score=0.425 total time= 3.0s
[CV 2/3; 53/100] START max_depth=5, min_samples_leaf=2, min_samples_split=15, n_estimators=300
[CV 1/3; 52/100] END max_depth=8, min_samples_leaf=5, min_samples_split=10, n_estimators=500;, score=0.458 total time= 6.8s
[CV 3/3; 53/100] START max_depth=5, min_samples_leaf=2, min_samples_split=15, n_estimators=300
[CV 2/3; 53/100] END max_depth=5, min_samples_leaf=2, min_samples_split=15, n_estimators=300;, score=0.422 total time= 2.9s
[CV 1/3; 54/100] START max_depth=30, min_samples_leaf=5, min_samples_split=2, n_estimators=800
[CV 2/3; 52/100] END max_depth=8, min_samples_leaf=5, min_samples_split=10, n_estimators=500;, score=0.470 total time= 7.0s
[CV 2/3; 54/100] START max_depth=30, min_samples_leaf=5, min_samples_split=2, n_estimators=800
[CV 3/3; 52/100] END max_depth=8, min_samples_leaf=5, min_samples_split=10, n_estimators=500;, score=0.471 total time= 7.1s
[CV 3/3; 54/100] START max_depth=30, min_samples_leaf=5, min_samples_split=2, n_estimators=800
[CV 3/3; 50/100] END max_depth=25, min_samples_leaf=1, min_samples_split=100, n_estimators=800;, score=0.477 total time= 12.9s
[CV 1/3; 55/100] START max_depth=30, min_samples_leaf=2, min_samples_split=10, n_estimators=1200
[CV 3/3; 53/100] END max_depth=5, min_samples_leaf=2, min_samples_split=15, n_estimators=300;, score=0.432 total time= 3.1s
[CV 2/3; 55/100] START max_depth=30, min_samples_leaf=2, min_samples_split=10, n_estimators=1200
[CV 1/3; 51/100] END max_depth=25, min_samples_leaf=2, min_samples_split=5, n_estimators=800;, score=0.451 total time= 20.1s
[CV 3/3; 55/100] START max_depth=30, min_samples_leaf=2, min_samples_split=10, n_estimators=1200
[CV 2/3; 51/100] END max_depth=25, min_samples_leaf=2, min_samples_split=5, n_estimators=800;, score=0.466 total time= 20.5s
[CV 1/3; 56/100] START max_depth=30, min_samples_leaf=10, min_samples_split=10, n_estimators=800
[CV 3/3; 51/100] END max_depth=25, min_samples_leaf=2, min_samples_split=5, n_estimators=800;, score=0.470 total time= 20.8s
[CV 2/3; 56/100] START max_depth=30, min_samples_leaf=10, min_samples_split=10, n_estimators=800
[CV 1/3; 54/100] END max_depth=30, min_samples_leaf=5, min_samples_split=2, n_estimators=800;, score=0.465 total time= 19.0s
[CV 3/3; 56/100] START max_depth=30, min_samples_leaf=10, min_samples_split=10, n_estimators=800
[CV 2/3; 54/100] END max_depth=30, min_samples_leaf=5, min_samples_split=2, n_estimators=800;, score=0.481 total time= 19.5s
[CV 1/3; 57/100] START max_depth=30, min_samples_leaf=2, min_samples_split=100, n_estimators=100
[CV 3/3; 54/100] END max_depth=30, min_samples_leaf=5, min_samples_split=2, n_estimators=800;, score=0.484 total time= 19.4s
[CV 2/3; 57/100] START max_depth=30, min_samples_leaf=2, min_samples_split=100, n_estimators=100
[CV 1/3; 57/100] END max_depth=30, min_samples_leaf=2, min_samples_split=100, n_estimators=100;, score=0.463 total time= 1.8s
[CV 3/3; 57/100] START max_depth=30, min_samples_leaf=2, min_samples_split=100, n_estimators=100
[CV 2/3; 57/100] END max_depth=30, min_samples_leaf=2, min_samples_split=100, n_estimators=100;, score=0.473 total time= 1.8s
[CV 1/3; 58/100] START max_depth=8, min_samples_leaf=2, min_samples_split=10, n_estimators=100
[CV 3/3; 57/100] END max_depth=30, min_samples_leaf=2, min_samples_split=100, n_estimators=100;, score=0.475 total time= 1.8s
[CV 2/3; 58/100] START max_depth=8, min_samples_leaf=2, min_samples_split=10, n_estimators=100
[CV 1/3; 58/100] END max_depth=8, min_samples_leaf=2, min_samples_split=10, n_estimators=100;, score=0.458 total time= 1.5s
[CV 3/3; 58/100] START max_depth=8, min_samples_leaf=2, min_samples_split=10, n_estimators=100
[CV 2/3; 58/100] END max_depth=8, min_samples_leaf=2, min_samples_split=10, n_estimators=100;, score=0.468 total time= 1.5s
[CV 1/3; 59/100] START max_depth=5, min_samples_leaf=5, min_samples_split=10, n_estimators=500
[CV 3/3; 58/100] END max_depth=8, min_samples_leaf=2, min_samples_split=10, n_estimators=100;, score=0.471 total time= 1.5s
[CV 2/3; 59/100] START max_depth=5, min_samples_leaf=5, min_samples_split=10, n_estimators=500
[CV 1/3; 56/100] END max_depth=30, min_samples_leaf=10, min_samples_split=10, n_estimators=800;, score=0.472 total time= 16.3s
[CV 3/3; 59/100] START max_depth=5, min_samples_leaf=5, min_samples_split=10, n_estimators=500
[CV 2/3; 56/100] END max_depth=30, min_samples_leaf=10, min_samples_split=10, n_estimators=800;, score=0.482 total time= 16.2s
[CV 1/3; 60/100] START max_depth=15, min_samples_leaf=10, min_samples_split=100, n_estimators=100
[CV 1/3; 59/100] END max_depth=5, min_samples_leaf=5, min_samples_split=10, n_estimators=500;, score=0.425 total time= 5.2s
[CV 2/3; 60/100] START max_depth=15, min_samples_leaf=10, min_samples_split=100, n_estimators=100
[CV 1/3; 60/100] END max_depth=15, min_samples_leaf=10, min_samples_split=100, n_estimators=100;, score=0.463 total time= 1.6s
[CV 3/3; 60/100] START max_depth=15, min_samples_leaf=10, min_samples_split=100, n_estimators=100
[CV 2/3; 59/100] END max_depth=5, min_samples_leaf=5, min_samples_split=10, n_estimators=500;, score=0.425 total time= 5.1s
[CV 1/3; 61/100] START max_depth=25, min_samples_leaf=10, min_samples_split=100, n_estimators=100
[CV 1/3; 55/100] END max_depth=30, min_samples_leaf=2, min_samples_split=10, n_estimators=1200;, score=0.461 total time= 30.1s
[CV 2/3; 61/100] START max_depth=25, min_samples_leaf=10, min_samples_split=100, n_estimators=100
[CV 2/3; 60/100] END max_depth=15, min_samples_leaf=10, min_samples_split=100, n_estimators=100;, score=0.475 total time= 1.7s
[CV 3/3; 61/100] START max_depth=25, min_samples_leaf=10, min_samples_split=100, n_estimators=100
[CV 3/3; 60/100] END max_depth=15, min_samples_leaf=10, min_samples_split=100, n_estimators=100;, score=0.478 total time= 1.7s
[CV 1/3; 62/100] START max_depth=30, min_samples_leaf=1, min_samples_split=2, n_estimators=300
[CV 1/3; 61/100] END max_depth=25, min_samples_leaf=10, min_samples_split=100, n_estimators=100;, score=0.461 total time= 1.8s
[CV 2/3; 62/100] START max_depth=30, min_samples_leaf=1, min_samples_split=2, n_estimators=300
[CV 2/3; 55/100] END max_depth=30, min_samples_leaf=2, min_samples_split=10, n_estimators=1200;, score=0.478 total time= 30.2s
[CV 3/3; 62/100] START max_depth=30, min_samples_leaf=1, min_samples_split=2, n_estimators=300
[CV 3/3; 59/100] END max_depth=5, min_samples_leaf=5, min_samples_split=10, n_estimators=500;, score=0.433 total time= 5.2s
[CV 1/3; 63/100] START max_depth=5, min_samples_leaf=10, min_samples_split=15, n_estimators=100
[CV 2/3; 61/100] END max_depth=25, min_samples_leaf=10, min_samples_split=100, n_estimators=100;, score=0.474 total time= 1.7s
[CV 2/3; 63/100] START max_depth=5, min_samples_leaf=10, min_samples_split=15, n_estimators=100
[CV 3/3; 61/100] END max_depth=25, min_samples_leaf=10, min_samples_split=100, n_estimators=100;, score=0.475 total time= 1.7s
[CV 3/3; 63/100] START max_depth=5, min_samples_leaf=10, min_samples_split=15, n_estimators=100
[CV 1/3; 63/100] END max_depth=5, min_samples_leaf=10, min_samples_split=15, n_estimators=100;, score=0.422 total time= 1.0s
[CV 1/3; 64/100] START max_depth=10, min_samples_leaf=2, min_samples_split=5, n_estimators=800
[CV 2/3; 63/100] END max_depth=5, min_samples_leaf=10, min_samples_split=15, n_estimators=100;, score=0.420 total time= 1.1s
[CV 2/3; 64/100] START max_depth=10, min_samples_leaf=2, min_samples_split=5, n_estimators=800
[CV 3/3; 63/100] END max_depth=5, min_samples_leaf=10, min_samples_split=15, n_estimators=100;, score=0.431 total time= 1.0s
[CV 3/3; 64/100] START max_depth=10, min_samples_leaf=2, min_samples_split=5, n_estimators=800
[CV 3/3; 56/100] END max_depth=30, min_samples_leaf=10, min_samples_split=10, n_estimators=800;, score=0.489 total time= 16.0s
[CV 1/3; 65/100] START max_depth=8, min_samples_leaf=10, min_samples_split=100, n_estimators=500
[CV 1/3; 62/100] END max_depth=30, min_samples_leaf=1, min_samples_split=2, n_estimators=300;, score=0.454 total time= 8.2s
[CV 2/3; 65/100] START max_depth=8, min_samples_leaf=10, min_samples_split=100, n_estimators=500
[CV 2/3; 62/100] END max_depth=30, min_samples_leaf=1, min_samples_split=2, n_estimators=300;, score=0.467 total time= 8.1s
[CV 3/3; 65/100] START max_depth=8, min_samples_leaf=10, min_samples_split=100, n_estimators=500
[CV 3/3; 55/100] END max_depth=30, min_samples_leaf=2, min_samples_split=10, n_estimators=1200;, score=0.478 total time= 31.2s
[CV 1/3; 66/100] START max_depth=30, min_samples_leaf=10, min_samples_split=15, n_estimators=500
[CV 3/3; 62/100] END max_depth=30, min_samples_leaf=1, min_samples_split=2, n_estimators=300;, score=0.473 total time= 8.4s
[CV 2/3; 66/100] START max_depth=30, min_samples_leaf=10, min_samples_split=15, n_estimators=500
[CV 1/3; 65/100] END max_depth=8, min_samples_leaf=10, min_samples_split=100, n_estimators=500;, score=0.454 total time= 6.9s
[CV 3/3; 66/100] START max_depth=30, min_samples_leaf=10, min_samples_split=15, n_estimators=500
[CV 3/3; 65/100] END max_depth=8, min_samples_leaf=10, min_samples_split=100, n_estimators=500;, score=0.465 total time= 6.8s
[CV 1/3; 67/100] START max_depth=5, min_samples_leaf=1, min_samples_split=15, n_estimators=500
[CV 2/3; 65/100] END max_depth=8, min_samples_leaf=10, min_samples_split=100, n_estimators=500;, score=0.464 total time= 7.0s
[CV 2/3; 67/100] START max_depth=5, min_samples_leaf=1, min_samples_split=15, n_estimators=500
[CV 1/3; 64/100] END max_depth=10, min_samples_leaf=2, min_samples_split=5, n_estimators=800;, score=0.468 total time= 13.9s
[CV 3/3; 67/100] START max_depth=5, min_samples_leaf=1, min_samples_split=15, n_estimators=500
[CV 2/3; 64/100] END max_depth=10, min_samples_leaf=2, min_samples_split=5, n_estimators=800;, score=0.477 total time= 14.0s
[CV 1/3; 68/100] START max_depth=25, min_samples_leaf=1, min_samples_split=2, n_estimators=500
[CV 3/3; 64/100] END max_depth=10, min_samples_leaf=2, min_samples_split=5, n_estimators=800;, score=0.478 total time= 14.1s
[CV 2/3; 68/100] START max_depth=25, min_samples_leaf=1, min_samples_split=2, n_estimators=500
[CV 2/3; 66/100] END max_depth=30, min_samples_leaf=10, min_samples_split=15, n_estimators=500;, score=0.482 total time= 9.7s
[CV 3/3; 68/100] START max_depth=25, min_samples_leaf=1, min_samples_split=2, n_estimators=500
[CV 1/3; 66/100] END max_depth=30, min_samples_leaf=10, min_samples_split=15, n_estimators=500;, score=0.472 total time= 10.7s
[CV 1/3; 69/100] START max_depth=30, min_samples_leaf=5, min_samples_split=5, n_estimators=800
[CV 3/3; 66/100] END max_depth=30, min_samples_leaf=10, min_samples_split=15, n_estimators=500;, score=0.487 total time= 10.0s
[CV 2/3; 69/100] START max_depth=30, min_samples_leaf=5, min_samples_split=5, n_estimators=800
[CV 1/3; 67/100] END max_depth=5, min_samples_leaf=1, min_samples_split=15, n_estimators=500;, score=0.425 total time= 5.4s
[CV 3/3; 69/100] START max_depth=30, min_samples_leaf=5, min_samples_split=5, n_estimators=800
[CV 2/3; 67/100] END max_depth=5, min_samples_leaf=1, min_samples_split=15, n_estimators=500;, score=0.425 total time= 5.4s
[CV 1/3; 70/100] START max_depth=15, min_samples_leaf=1, min_samples_split=10, n_estimators=300
[CV 3/3; 67/100] END max_depth=5, min_samples_leaf=1, min_samples_split=15, n_estimators=500;, score=0.433 total time= 5.4s
[CV 2/3; 70/100] START max_depth=15, min_samples_leaf=1, min_samples_split=10, n_estimators=300
[CV 1/3; 70/100] END max_depth=15, min_samples_leaf=1, min_samples_split=10, n_estimators=300;, score=0.470 total time= 6.6s
[CV 3/3; 70/100] START max_depth=15, min_samples_leaf=1, min_samples_split=10, n_estimators=300
[CV 2/3; 70/100] END max_depth=15, min_samples_leaf=1, min_samples_split=10, n_estimators=300;, score=0.480 total time= 6.5s
[CV 1/3; 71/100] START max_depth=25, min_samples_leaf=1, min_samples_split=5, n_estimators=300
[CV 1/3; 68/100] END max_depth=25, min_samples_leaf=1, min_samples_split=2, n_estimators=500;, score=0.455 total time= 14.2s
[CV 2/3; 71/100] START max_depth=25, min_samples_leaf=1, min_samples_split=5, n_estimators=300
[CV 2/3; 68/100] END max_depth=25, min_samples_leaf=1, min_samples_split=2, n_estimators=500;, score=0.467 total time= 14.4s
[CV 3/3; 71/100] START max_depth=25, min_samples_leaf=1, min_samples_split=5, n_estimators=300
[CV 3/3; 68/100] END max_depth=25, min_samples_leaf=1, min_samples_split=2, n_estimators=500;, score=0.469 total time= 14.5s
[CV 1/3; 72/100] START max_depth=30, min_samples_leaf=1, min_samples_split=15, n_estimators=800
[CV 3/3; 70/100] END max_depth=15, min_samples_leaf=1, min_samples_split=10, n_estimators=300;, score=0.483 total time= 7.9s
[CV 2/3; 72/100] START max_depth=30, min_samples_leaf=1, min_samples_split=15, n_estimators=800
[CV 1/3; 71/100] END max_depth=25, min_samples_leaf=1, min_samples_split=5, n_estimators=300;, score=0.450 total time= 9.2s
[CV 3/3; 72/100] START max_depth=30, min_samples_leaf=1, min_samples_split=15, n_estimators=800
[CV 1/3; 69/100] END max_depth=30, min_samples_leaf=5, min_samples_split=5, n_estimators=800;, score=0.465 total time= 18.6s
[CV 1/3; 73/100] START max_depth=5, min_samples_leaf=10, min_samples_split=15, n_estimators=500
[CV 2/3; 69/100] END max_depth=30, min_samples_leaf=5, min_samples_split=5, n_estimators=800;, score=0.481 total time= 19.2s
[CV 2/3; 73/100] START max_depth=5, min_samples_leaf=10, min_samples_split=15, n_estimators=500
[CV 3/3; 71/100] END max_depth=25, min_samples_leaf=1, min_samples_split=5, n_estimators=300;, score=0.468 total time= 8.7s
[CV 3/3; 73/100] START max_depth=5, min_samples_leaf=10, min_samples_split=15, n_estimators=500
[CV 2/3; 71/100] END max_depth=25, min_samples_leaf=1, min_samples_split=5, n_estimators=300;, score=0.470 total time= 9.2s
[CV 1/3; 74/100] START max_depth=10, min_samples_leaf=10, min_samples_split=15, n_estimators=500
[CV 3/3; 69/100] END max_depth=30, min_samples_leaf=5, min_samples_split=5, n_estimators=800;, score=0.484 total time= 19.7s
[CV 2/3; 74/100] START max_depth=10, min_samples_leaf=10, min_samples_split=15, n_estimators=500
[CV 1/3; 73/100] END max_depth=5, min_samples_leaf=10, min_samples_split=15, n_estimators=500;, score=0.424 total time= 5.8s
[CV 3/3; 74/100] START max_depth=10, min_samples_leaf=10, min_samples_split=15, n_estimators=500
[CV 2/3; 73/100] END max_depth=5, min_samples_leaf=10, min_samples_split=15, n_estimators=500;, score=0.424 total time= 6.1s
[CV 1/3; 75/100] START max_depth=25, min_samples_leaf=5, min_samples_split=15, n_estimators=100
[CV 3/3; 73/100] END max_depth=5, min_samples_leaf=10, min_samples_split=15, n_estimators=500;, score=0.433 total time= 5.9s
[CV 2/3; 75/100] START max_depth=25, min_samples_leaf=5, min_samples_split=15, n_estimators=100
[CV 2/3; 75/100] END max_depth=25, min_samples_leaf=5, min_samples_split=15, n_estimators=100;, score=0.479 total time= 2.1s
[CV 3/3; 75/100] START max_depth=25, min_samples_leaf=5, min_samples_split=15, n_estimators=100
[CV 1/3; 75/100] END max_depth=25, min_samples_leaf=5, min_samples_split=15, n_estimators=100;, score=0.469 total time= 2.2s
[CV 1/3; 76/100] START max_depth=5, min_samples_leaf=2, min_samples_split=2, n_estimators=1200
[CV 1/3; 74/100] END max_depth=10, min_samples_leaf=10, min_samples_split=15, n_estimators=500;, score=0.466 total time= 9.4s
[CV 2/3; 76/100] START max_depth=5, min_samples_leaf=2, min_samples_split=2, n_estimators=1200
[CV 2/3; 74/100] END max_depth=10, min_samples_leaf=10, min_samples_split=15, n_estimators=500;, score=0.477 total time= 9.3s
[CV 3/3; 76/100] START max_depth=5, min_samples_leaf=2, min_samples_split=2, n_estimators=1200
[CV 3/3; 75/100] END max_depth=25, min_samples_leaf=5, min_samples_split=15, n_estimators=100;, score=0.485 total time= 2.5s
[CV 1/3; 77/100] START max_depth=15, min_samples_leaf=5, min_samples_split=100, n_estimators=1200
[CV 3/3; 74/100] END max_depth=10, min_samples_leaf=10, min_samples_split=15, n_estimators=500;, score=0.480 total time= 9.1s
[CV 2/3; 77/100] START max_depth=15, min_samples_leaf=5, min_samples_split=100, n_estimators=1200
[CV 1/3; 72/100] END max_depth=30, min_samples_leaf=1, min_samples_split=15, n_estimators=800;, score=0.467 total time= 20.8s
[CV 3/3; 77/100] START max_depth=15, min_samples_leaf=5, min_samples_split=100, n_estimators=1200
[CV 2/3; 72/100] END max_depth=30, min_samples_leaf=1, min_samples_split=15, n_estimators=800;, score=0.478 total time= 21.2s
[CV 1/3; 78/100] START max_depth=5, min_samples_leaf=10, min_samples_split=10, n_estimators=100
[CV 1/3; 78/100] END max_depth=5, min_samples_leaf=10, min_samples_split=10, n_estimators=100;, score=0.422 total time= 1.0s
[CV 2/3; 78/100] START max_depth=5, min_samples_leaf=10, min_samples_split=10, n_estimators=100
[CV 3/3; 72/100] END max_depth=30, min_samples_leaf=1, min_samples_split=15, n_estimators=800;, score=0.482 total time= 21.1s
[CV 3/3; 78/100] START max_depth=5, min_samples_leaf=10, min_samples_split=10, n_estimators=100
[CV 2/3; 78/100] END max_depth=5, min_samples_leaf=10, min_samples_split=10, n_estimators=100;, score=0.420 total time= 1.0s
[CV 1/3; 79/100] START max_depth=30, min_samples_leaf=10, min_samples_split=5, n_estimators=500
[CV 3/3; 78/100] END max_depth=5, min_samples_leaf=10, min_samples_split=10, n_estimators=100;, score=0.431 total time= 0.9s
[CV 2/3; 79/100] START max_depth=30, min_samples_leaf=10, min_samples_split=5, n_estimators=500
[CV 1/3; 76/100] END max_depth=5, min_samples_leaf=2, min_samples_split=2, n_estimators=1200;, score=0.425 total time= 13.8s
[CV 3/3; 79/100] START max_depth=30, min_samples_leaf=10, min_samples_split=5, n_estimators=500
[CV 2/3; 76/100] END max_depth=5, min_samples_leaf=2, min_samples_split=2, n_estimators=1200;, score=0.426 total time= 13.8s
[CV 1/3; 80/100] START max_depth=25, min_samples_leaf=2, min_samples_split=15, n_estimators=500
[CV 3/3; 76/100] END max_depth=5, min_samples_leaf=2, min_samples_split=2, n_estimators=1200;, score=0.434 total time= 13.5s
[CV 2/3; 80/100] START max_depth=25, min_samples_leaf=2, min_samples_split=15, n_estimators=500
[CV 1/3; 79/100] END max_depth=30, min_samples_leaf=10, min_samples_split=5, n_estimators=500;, score=0.472 total time= 9.4s
[CV 3/3; 80/100] START max_depth=25, min_samples_leaf=2, min_samples_split=15, n_estimators=500
[CV 2/3; 79/100] END max_depth=30, min_samples_leaf=10, min_samples_split=5, n_estimators=500;, score=0.482 total time= 9.7s
[CV 1/3; 81/100] START max_depth=10, min_samples_leaf=2, min_samples_split=100, n_estimators=500
[CV 1/3; 77/100] END max_depth=15, min_samples_leaf=5, min_samples_split=100, n_estimators=1200;, score=0.462 total time= 20.6s
[CV 2/3; 81/100] START max_depth=10, min_samples_leaf=2, min_samples_split=100, n_estimators=500
[CV 3/3; 79/100] END max_depth=30, min_samples_leaf=10, min_samples_split=5, n_estimators=500;, score=0.487 total time= 9.4s
[CV 3/3; 81/100] START max_depth=10, min_samples_leaf=2, min_samples_split=100, n_estimators=500
[CV 2/3; 77/100] END max_depth=15, min_samples_leaf=5, min_samples_split=100, n_estimators=1200;, score=0.474 total time= 20.6s
[CV 1/3; 82/100] START max_depth=8, min_samples_leaf=5, min_samples_split=100, n_estimators=800
[CV 3/3; 77/100] END max_depth=15, min_samples_leaf=5, min_samples_split=100, n_estimators=1200;, score=0.479 total time= 19.8s
[CV 2/3; 82/100] START max_depth=8, min_samples_leaf=5, min_samples_split=100, n_estimators=800
[CV 1/3; 80/100] END max_depth=25, min_samples_leaf=2, min_samples_split=15, n_estimators=500;, score=0.469 total time= 11.4s
[CV 3/3; 82/100] START max_depth=8, min_samples_leaf=5, min_samples_split=100, n_estimators=800
[CV 2/3; 80/100] END max_depth=25, min_samples_leaf=2, min_samples_split=15, n_estimators=500;, score=0.477 total time= 11.5s
[CV 1/3; 83/100] START max_depth=25, min_samples_leaf=10, min_samples_split=100, n_estimators=1200
[CV 1/3; 81/100] END max_depth=10, min_samples_leaf=2, min_samples_split=100, n_estimators=500;, score=0.459 total time= 7.2s
[CV 2/3; 83/100] START max_depth=25, min_samples_leaf=10, min_samples_split=100, n_estimators=1200
[CV 2/3; 81/100] END max_depth=10, min_samples_leaf=2, min_samples_split=100, n_estimators=500;, score=0.473 total time= 7.2s
[CV 3/3; 83/100] START max_depth=25, min_samples_leaf=10, min_samples_split=100, n_estimators=1200
[CV 3/3; 81/100] END max_depth=10, min_samples_leaf=2, min_samples_split=100, n_estimators=500;, score=0.475 total time= 7.2s
[CV 1/3; 84/100] START max_depth=30, min_samples_leaf=10, min_samples_split=15, n_estimators=300
[CV 3/3; 80/100] END max_depth=25, min_samples_leaf=2, min_samples_split=15, n_estimators=500;, score=0.485 total time= 11.6s
[CV 2/3; 84/100] START max_depth=30, min_samples_leaf=10, min_samples_split=15, n_estimators=300
[CV 1/3; 84/100] END max_depth=30, min_samples_leaf=10, min_samples_split=15, n_estimators=300;, score=0.469 total time= 5.7s
[CV 3/3; 84/100] START max_depth=30, min_samples_leaf=10, min_samples_split=15, n_estimators=300
[CV 1/3; 82/100] END max_depth=8, min_samples_leaf=5, min_samples_split=100, n_estimators=800;, score=0.452 total time= 10.4s
[CV 1/3; 85/100] START max_depth=25, min_samples_leaf=5, min_samples_split=10, n_estimators=500
[CV 2/3; 82/100] END max_depth=8, min_samples_leaf=5, min_samples_split=100, n_estimators=800;, score=0.461 total time= 10.3s
[CV 2/3; 85/100] START max_depth=25, min_samples_leaf=5, min_samples_split=10, n_estimators=500
[CV 3/3; 82/100] END max_depth=8, min_samples_leaf=5, min_samples_split=100, n_estimators=800;, score=0.464 total time= 10.3s
[CV 3/3; 85/100] START max_depth=25, min_samples_leaf=5, min_samples_split=10, n_estimators=500
[CV 2/3; 84/100] END max_depth=30, min_samples_leaf=10, min_samples_split=15, n_estimators=300;, score=0.481 total time= 5.4s
[CV 1/3; 86/100] START max_depth=30, min_samples_leaf=5, min_samples_split=5, n_estimators=1200
[CV 3/3; 84/100] END max_depth=30, min_samples_leaf=10, min_samples_split=15, n_estimators=300;, score=0.487 total time= 5.9s
[CV 2/3; 86/100] START max_depth=30, min_samples_leaf=5, min_samples_split=5, n_estimators=1200
[CV 1/3; 83/100] END max_depth=25, min_samples_leaf=10, min_samples_split=100, n_estimators=1200;, score=0.463 total time= 18.6s
[CV 3/3; 86/100] START max_depth=30, min_samples_leaf=5, min_samples_split=5, n_estimators=1200
[CV 1/3; 85/100] END max_depth=25, min_samples_leaf=5, min_samples_split=10, n_estimators=500;, score=0.465 total time= 10.3s
[CV 1/3; 87/100] START max_depth=5, min_samples_leaf=10, min_samples_split=10, n_estimators=800
[CV 2/3; 85/100] END max_depth=25, min_samples_leaf=5, min_samples_split=10, n_estimators=500;, score=0.481 total time= 10.2s
[CV 2/3; 87/100] START max_depth=5, min_samples_leaf=10, min_samples_split=10, n_estimators=800
[CV 2/3; 83/100] END max_depth=25, min_samples_leaf=10, min_samples_split=100, n_estimators=1200;, score=0.475 total time= 18.6s
[CV 3/3; 87/100] START max_depth=5, min_samples_leaf=10, min_samples_split=10, n_estimators=800
[CV 3/3; 85/100] END max_depth=25, min_samples_leaf=5, min_samples_split=10, n_estimators=500;, score=0.486 total time= 10.3s
[CV 1/3; 88/100] START max_depth=10, min_samples_leaf=10, min_samples_split=10, n_estimators=100
[CV 3/3; 83/100] END max_depth=25, min_samples_leaf=10, min_samples_split=100, n_estimators=1200;, score=0.477 total time= 18.3s
[CV 2/3; 88/100] START max_depth=10, min_samples_leaf=10, min_samples_split=10, n_estimators=100
[CV 1/3; 88/100] END max_depth=10, min_samples_leaf=10, min_samples_split=10, n_estimators=100;, score=0.467 total time= 1.6s
[CV 3/3; 88/100] START max_depth=10, min_samples_leaf=10, min_samples_split=10, n_estimators=100
[CV 2/3; 88/100] END max_depth=10, min_samples_leaf=10, min_samples_split=10, n_estimators=100;, score=0.476 total time= 1.7s
[CV 1/3; 89/100] START max_depth=10, min_samples_leaf=5, min_samples_split=5, n_estimators=1200
[CV 3/3; 88/100] END max_depth=10, min_samples_leaf=10, min_samples_split=10, n_estimators=100;, score=0.478 total time= 1.6s
[CV 2/3; 89/100] START max_depth=10, min_samples_leaf=5, min_samples_split=5, n_estimators=1200
[CV 2/3; 87/100] END max_depth=5, min_samples_leaf=10, min_samples_split=10, n_estimators=800;, score=0.425 total time= 7.7s
[CV 3/3; 89/100] START max_depth=10, min_samples_leaf=5, min_samples_split=5, n_estimators=1200
[CV 1/3; 87/100] END max_depth=5, min_samples_leaf=10, min_samples_split=10, n_estimators=800;, score=0.425 total time= 7.9s
[CV 1/3; 90/100] START max_depth=8, min_samples_leaf=5, min_samples_split=100, n_estimators=500
[CV 3/3; 87/100] END max_depth=5, min_samples_leaf=10, min_samples_split=10, n_estimators=800;, score=0.434 total time= 8.0s
[CV 2/3; 90/100] START max_depth=8, min_samples_leaf=5, min_samples_split=100, n_estimators=500
[CV 1/3; 90/100] END max_depth=8, min_samples_leaf=5, min_samples_split=100, n_estimators=500;, score=0.454 total time= 6.5s
[CV 3/3; 90/100] START max_depth=8, min_samples_leaf=5, min_samples_split=100, n_estimators=500
[CV 2/3; 90/100] END max_depth=8, min_samples_leaf=5, min_samples_split=100, n_estimators=500;, score=0.462 total time= 6.6s
[CV 1/3; 91/100] START max_depth=30, min_samples_leaf=10, min_samples_split=10, n_estimators=100
[CV 1/3; 86/100] END max_depth=30, min_samples_leaf=5, min_samples_split=5, n_estimators=1200;, score=0.467 total time= 25.2s
[CV 2/3; 91/100] START max_depth=30, min_samples_leaf=10, min_samples_split=10, n_estimators=100
[CV 1/3; 91/100] END max_depth=30, min_samples_leaf=10, min_samples_split=10, n_estimators=100;, score=0.466 total time= 1.8s
[CV 3/3; 91/100] START max_depth=30, min_samples_leaf=10, min_samples_split=10, n_estimators=100
[CV 2/3; 91/100] END max_depth=30, min_samples_leaf=10, min_samples_split=10, n_estimators=100;, score=0.482 total time= 1.8s
[CV 1/3; 92/100] START max_depth=10, min_samples_leaf=2, min_samples_split=10, n_estimators=500
[CV 3/3; 91/100] END max_depth=30, min_samples_leaf=10, min_samples_split=10, n_estimators=100;, score=0.483 total time= 1.9s
[CV 2/3; 92/100] START max_depth=10, min_samples_leaf=2, min_samples_split=10, n_estimators=500
[CV 2/3; 86/100] END max_depth=30, min_samples_leaf=5, min_samples_split=5, n_estimators=1200;, score=0.481 total time= 24.8s
[CV 3/3; 90/100] END max_depth=8, min_samples_leaf=5, min_samples_split=100, n_estimators=500;, score=0.466 total time= 6.7s
[CV 1/3; 93/100] START max_depth=30, min_samples_leaf=5, min_samples_split=15, n_estimators=1200
[CV 3/3; 92/100] START max_depth=10, min_samples_leaf=2, min_samples_split=10, n_estimators=500
[CV 2/3; 89/100] END max_depth=10, min_samples_leaf=5, min_samples_split=5, n_estimators=1200;, score=0.478 total time= 19.5s
[CV 2/3; 93/100] START max_depth=30, min_samples_leaf=5, min_samples_split=15, n_estimators=1200
[CV 1/3; 89/100] END max_depth=10, min_samples_leaf=5, min_samples_split=5, n_estimators=1200;, score=0.467 total time= 20.1s
[CV 3/3; 93/100] START max_depth=30, min_samples_leaf=5, min_samples_split=15, n_estimators=1200
[CV 3/3; 86/100] END max_depth=30, min_samples_leaf=5, min_samples_split=5, n_estimators=1200;, score=0.485 total time= 24.8s
[CV 1/3; 94/100] START max_depth=8, min_samples_leaf=5, min_samples_split=10, n_estimators=100
[CV 1/3; 94/100] END max_depth=8, min_samples_leaf=5, min_samples_split=10, n_estimators=100;, score=0.458 total time= 1.5s
[CV 2/3; 94/100] START max_depth=8, min_samples_leaf=5, min_samples_split=10, n_estimators=100
[CV 1/3; 92/100] END max_depth=10, min_samples_leaf=2, min_samples_split=10, n_estimators=500;, score=0.466 total time= 8.2s
[CV 3/3; 94/100] START max_depth=8, min_samples_leaf=5, min_samples_split=10, n_estimators=100
[CV 2/3; 94/100] END max_depth=8, min_samples_leaf=5, min_samples_split=10, n_estimators=100;, score=0.467 total time= 1.4s
[CV 1/3; 95/100] START max_depth=5, min_samples_leaf=1, min_samples_split=2, n_estimators=800
[CV 3/3; 89/100] END max_depth=10, min_samples_leaf=5, min_samples_split=5, n_estimators=1200;, score=0.481 total time= 19.3s
[CV 2/3; 95/100] START max_depth=5, min_samples_leaf=1, min_samples_split=2, n_estimators=800
[CV 3/3; 94/100] END max_depth=8, min_samples_leaf=5, min_samples_split=10, n_estimators=100;, score=0.469 total time= 1.3s
[CV 3/3; 95/100] START max_depth=5, min_samples_leaf=1, min_samples_split=2, n_estimators=800
[CV 2/3; 92/100] END max_depth=10, min_samples_leaf=2, min_samples_split=10, n_estimators=500;, score=0.480 total time= 8.5s
[CV 1/3; 96/100] START max_depth=25, min_samples_leaf=2, min_samples_split=10, n_estimators=1200
[CV 3/3; 92/100] END max_depth=10, min_samples_leaf=2, min_samples_split=10, n_estimators=500;, score=0.476 total time= 8.3s
[CV 2/3; 96/100] START max_depth=25, min_samples_leaf=2, min_samples_split=10, n_estimators=1200
[CV 1/3; 95/100] END max_depth=5, min_samples_leaf=1, min_samples_split=2, n_estimators=800;, score=0.425 total time= 7.7s
[CV 3/3; 96/100] START max_depth=25, min_samples_leaf=2, min_samples_split=10, n_estimators=1200
[CV 3/3; 95/100] END max_depth=5, min_samples_leaf=1, min_samples_split=2, n_estimators=800;, score=0.433 total time= 7.6s
[CV 1/3; 97/100] START max_depth=5, min_samples_leaf=1, min_samples_split=5, n_estimators=1200
[CV 2/3; 95/100] END max_depth=5, min_samples_leaf=1, min_samples_split=2, n_estimators=800;, score=0.425 total time= 8.2s
[CV 2/3; 97/100] START max_depth=5, min_samples_leaf=1, min_samples_split=5, n_estimators=1200
[CV 1/3; 93/100] END max_depth=30, min_samples_leaf=5, min_samples_split=15, n_estimators=1200;, score=0.470 total time= 23.9s
[CV 3/3; 97/100] START max_depth=5, min_samples_leaf=1, min_samples_split=5, n_estimators=1200
[CV 1/3; 97/100] END max_depth=5, min_samples_leaf=1, min_samples_split=5, n_estimators=1200;, score=0.425 total time= 11.6s
[CV 1/3; 98/100] START max_depth=8, min_samples_leaf=10, min_samples_split=10, n_estimators=1200
[CV 2/3; 97/100] END max_depth=5, min_samples_leaf=1, min_samples_split=5, n_estimators=1200;, score=0.425 total time= 11.7s
[CV 2/3; 98/100] START max_depth=8, min_samples_leaf=10, min_samples_split=10, n_estimators=1200
[CV 2/3; 93/100] END max_depth=30, min_samples_leaf=5, min_samples_split=15, n_estimators=1200;, score=0.481 total time= 23.9s
[CV 3/3; 98/100] START max_depth=8, min_samples_leaf=10, min_samples_split=10, n_estimators=1200
[CV 3/3; 93/100] END max_depth=30, min_samples_leaf=5, min_samples_split=15, n_estimators=1200;, score=0.488 total time= 24.2s
[CV 1/3; 99/100] START max_depth=15, min_samples_leaf=5, min_samples_split=100, n_estimators=800
[CV 1/3; 96/100] END max_depth=25, min_samples_leaf=2, min_samples_split=10, n_estimators=1200;, score=0.462 total time= 27.0s
[CV 2/3; 99/100] START max_depth=15, min_samples_leaf=5, min_samples_split=100, n_estimators=800
[CV 2/3; 96/100] END max_depth=25, min_samples_leaf=2, min_samples_split=10, n_estimators=1200;, score=0.477 total time= 27.6s
[CV 3/3; 99/100] START max_depth=15, min_samples_leaf=5, min_samples_split=100, n_estimators=800
[CV 3/3; 97/100] END max_depth=5, min_samples_leaf=1, min_samples_split=5, n_estimators=1200;, score=0.433 total time= 12.3s
[CV 1/3; 100/100] START max_depth=30, min_samples_leaf=1, min_samples_split=15, n_estimators=500
[CV 1/3; 99/100] END max_depth=15, min_samples_leaf=5, min_samples_split=100, n_estimators=800;, score=0.463 total time= 14.0s
[CV 2/3; 100/100] START max_depth=30, min_samples_leaf=1, min_samples_split=15, n_estimators=500
[CV 3/3; 96/100] END max_depth=25, min_samples_leaf=2, min_samples_split=10, n_estimators=1200;, score=0.477 total time= 29.4s
[CV 3/3; 100/100] START max_depth=30, min_samples_leaf=1, min_samples_split=15, n_estimators=500
[CV 1/3; 98/100] END max_depth=8, min_samples_leaf=10, min_samples_split=10, n_estimators=1200;, score=0.457 total time= 18.0s
[CV 2/3; 98/100] END max_depth=8, min_samples_leaf=10, min_samples_split=10, n_estimators=1200;, score=0.466 total time= 17.7s
[CV 3/3; 98/100] END max_depth=8, min_samples_leaf=10, min_samples_split=10, n_estimators=1200;, score=0.473 total time= 17.7s
[CV 2/3; 99/100] END max_depth=15, min_samples_leaf=5, min_samples_split=100, n_estimators=800;, score=0.476 total time= 13.7s
[CV 1/3; 100/100] END max_depth=30, min_samples_leaf=1, min_samples_split=15, n_estimators=500;, score=0.468 total time= 11.8s
[CV 3/3; 99/100] END max_depth=15, min_samples_leaf=5, min_samples_split=100, n_estimators=800;, score=0.479 total time= 13.7s
[CV 2/3; 100/100] END max_depth=30, min_samples_leaf=1, min_samples_split=15, n_estimators=500;, score=0.479 total time= 10.8s
[CV 3/3; 100/100] END max_depth=30, min_samples_leaf=1, min_samples_split=15, n_estimators=500;, score=0.483 total time= 11.0s
0.47818838566268407
{'n_estimators': 800, 'min_samples_split': 5, 'min_samples_leaf': 5, 'max_depth': 15}